Alternatives to Protect AI
Compare Protect AI alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Protect AI in 2026. Compare features, ratings, user reviews, pricing, and more from Protect AI competitors and alternatives in order to make an informed decision for your business.
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Wiz
Wiz
Wiz is a new approach to cloud security that finds the most critical risks and infiltration vectors with complete coverage across the full stack of multi-cloud environments. Find all lateral movement risks such as private keys used to access both development and production environments. Scan for vulnerable and unpatched operating systems, installed software, and code libraries in your workloads prioritized by risk. Get a complete and up-to-date inventory of all services and software in your cloud environments including the version and package. Identify all keys located on your workloads cross referenced with the privileges they have in your cloud environment. See which resources are publicly exposed to the internet based on a full analysis of your cloud network, even those behind multiple hops. Assess the configuration of cloud infrastructure, Kubernetes, and VM operating systems against your baselines and industry best practices. -
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Orca Security
Orca Security
Designed for organizations operating in the cloud who need complete, centralized visibility of their entire cloud estate and want more time and resources dedicated to remediating the actual risks that matter, Orca Security is an agentless cloud Security Platform that provides security teams with 100% coverage their entire cloud environment. Instead of layering multiple siloed tools together or deploying cumbersome agents, Orca combines two revolutionary approaches - SideScanning, that enables frictionless and complete coverage without the need to maintain agents, and the Unified Data Model, that allows centralized contextual analysis of your entire cloud estate. Together, Orca has created the most comprehensive cloud security platform available on the marketplace. -
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Heimdal® Endpoint Detection and Response is our proprietary multi-solution service providing unique prevention, threat-hunting, and remediation capabilities. It combines some of the most advanced threat-hunting technologies: - Next-Gen Antivirus - Privileged Access Management - Application Control - Ransomware Encryption Protection - Patch & Asset Management - Email Security - Remote Desktop - Threat Prevention ( DNS based ) - Threat Hunting & Action Center With 9 modules working together seamlessly under one convenient roof, all within one agent and one platform, Heimdal Endpoint Detection and Response grants you access to all the essential cybersecurity layers your business needs to protect itself against both known and unknown online and insider threats. Our state-of-the-art product empowers you to quickly and effortlessly respond to sophisticated malware with stunning accuracy, protecting your digital assets and your reputation in the process as well.Starting Price: $0/month
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Vulcan Cyber
Vulcan Cyber
At Vulcan Cyber we’re changing the way businesses reduce cyber risk through vulnerability remediation orchestration. We help IT security teams go beyond remedial vulnerability management to help them drive vulnerability remediation outcomes. The Vulcan platform consolidates vulnerability and asset data, with threat intelligence and customizable risk parameters to deliver risk-based vulnerability prioritization insights. But we don't stop there. Vulcan remediation intelligence takes the vulnerabilities that matter to your business and attaches the remedies and fixes needed to mitigate the threat. Then Vulcan orchestrates and measures the rest of the remediation process with integrations and inputs into application security, DevSecOps, patch management, configuration management, and cloud security tools, teams and functions. From scan to fix, Vulcan Cyber delivers the unique ability to orchestrate the entire vulnerability remediation process to GET FIX DONE at scale.Starting Price: $999 / month -
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Tenable Cloud Security
Tenable
The actionable cloud security platform. Reduce risk by rapidly exposing and closing priority security gaps caused by misconfigurations, risky entitlements and vulnerabilities–in one powerful cloud native application protection platform (CNAPP). CNAPP solutions replace a patchwork of siloed products that often cause more problems than they solve, such as multiple false positives and excessive alerts. Those products usually provide only partial coverage and often create overhead and friction with the products they’re supposed to work with. Most importantly, CNAPPs allow businesses to monitor the health of cloud native applications as a whole rather than individually monitoring cloud infrastructure and application security. -
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CrowdStrike Falcon
CrowdStrike
CrowdStrike Falcon is a cloud-native cybersecurity platform that provides advanced protection against a wide range of cyber threats, including malware, ransomware, and sophisticated attacks. It leverages artificial intelligence (AI) and machine learning to detect and respond to threats in real time, offering endpoint protection, threat intelligence, and incident response capabilities. The platform uses a lightweight agent that continuously monitors endpoints for signs of malicious activity, providing visibility and protection without significant impact on system performance. Falcon’s cloud-based architecture ensures fast updates, scalability, and rapid threat response across large, distributed environments. Its comprehensive security features help organizations prevent, detect, and mitigate potential cyber risks, making it a powerful tool for modern enterprise cybersecurity. -
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SentinelOne Singularity
SentinelOne
One intelligent platform. Unprecedented speed. Infinite scale. Singularity™ enables unfettered visibility, industry-leading detection, and autonomous response. Discover the power of AI-powered, enterprise-wide cybersecurity. The world’s leading enterprises use the Singularity platform to prevent, detect, and respond to cyber attacks at machine-speed, greater scale, and higher accuracy across endpoint, cloud, and identity. SentinelOne delivers cutting-edge security with this platform by offering protection against malware, exploits, and scripts. SentinelOne cloud-based platform has been perfected to be innovative compliant with security industry standards, and high-performance whether the work environment is Windows, Mac or Linux. Thanks to constant updating, threat hunting, and behavior AI, the platform is ready for any threat.Starting Price: $45 per user per year -
8
Stellar Cyber
Stellar Cyber
On premises, in public clouds, with hybrid environments and from SaaS infrastructure. Stellar Cyber is the only security operations platform providing high-speed, high-fidelity threat detection and automated response across the entire attack surface. Stellar Cyber’s industry-leading security software improves security operations productivity by empowering security analysts to kill threats in minutes instead of days or weeks. By accepting data inputs from a variety of existing cybersecurity solutions as well as its own capabilities, correlating them, and presenting actionable results under one intuitive interface, Stellar Cyber’s platform helps eliminate the tool fatigue and data overload often cited by security analysts while slashing operational costs. Stream logs and connect to APIs to get full visibility. Automate response through integrations to close the loop. Stellar Cyber’s open architecture makes it interoperable at any enterprise. -
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Mindgard
Mindgard
Mindgard is the leader in ai red teaming, helping enterprises identify, assess, and mitigate real-world security risks across AI models, agents, and applications. Founded on pioneering research in AI security, Mindgard was built on the insight that traditional application security approaches cannot protect systems that are probabilistic, adaptive, and deeply embedded into business workflows. As organizations deploy GenAI and agentic systems at scale, risk increasingly emerges from how AI behaves, what it connects to, and how attackers can manipulate those interactions. Mindgard addresses this challenge with an attacker-aligned approach that mirrors how real adversaries perform reconnaissance, map attack surfaces, exploit system behavior, and pivot through tools, data, and infrastructure. Rather than testing models in isolation, Mindgard evaluates full AI systems in context to surface vulnerabilities with real security impact.Starting Price: Free -
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Noma
Noma Security
Noma Security is the complete enterprise AI security platform designed to deliver confidence in agentic AI at scale. Noma Security was named a Gartner Cool Vendors in AI Security, 2025 for delivering deep visibility and AI discovery, agentic risk mapping, security posture management, automated AI red teaming, and AI runtime protection all in one platform. With seamless integration to your AI stack and workflows, and alignment with regulatory compliance frameworks, Noma Security helps teams embrace AI innovation while addressing the unique threats posed by rapid enterprise AI adoption. -
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Preamble
Preamble
Preamble's AI Safety and Security Platform is an integrated solution designed to streamline and enhance the management of AI systems within an organization. It offers a centralized hub for managing people, overseeing diverse data labeling projects, providing clear guidelines for consistent data labeling, and tracking all labels and datasets. The platform also facilitates the evaluating of custom models and serves as a comprehensive center for AI safety and security testing and policy deployment. From real-time engagement with AI models to rigorous policy testing, the platform combines these multifaceted components to ensure alignment with organizational values, ethical principles, and compliance standards. Whether it's managing individual roles, conducting adversarial testing, or deploying safety controls, Preamble's platform offers a cohesive and user-friendly environment that addresses the complex and evolving needs of AI safety and security.Starting Price: $100/month/user -
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Varonis Data Security Platform
Varonis
The most powerful way to find, monitor, and protect sensitive data at scale. Rapidly reduce risk, detect abnormal behavior, and prove compliance with the all-in-one data security platform that won’t slow you down. A platform, a team, and a plan that give you every possible advantage. Classification, access governance and behavioral analytics combine to lock down data, stop threats, and take the pain out of compliance. We bring you a proven methodology to monitor, protect, and manage your data informed by thousands of successful rollouts. Hundreds of elite security pros build advanced threat models, update policies, and assist with incidents, freeing you to focus on other priorities. -
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AQtive Guard
SandboxAQ
AQtive Guard is a cybersecurity platform that helps organizations secure and manage cryptographic assets and non-human identities (NHIs) such as AI agents, keys, certificates, algorithms, and machine identities across their entire IT environment. It delivers continuous discovery and real-time visibility into NHIs and cryptography, integrating with existing security tools, cloud providers, and repositories to provide a unified view of security posture. Using advanced AI and large quantitative models, the platform analyzes vulnerabilities, prioritizes risks, and offers actionable insights with automated remediation workflows to fix issues and enforce policies such as credential rotation or certificate renewal. AQtive Guard supports compliance with evolving standards, including new NIST cryptographic protocols, and enables lifecycle management of cryptographic assets to reduce risk from current and future threats. -
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Balbix
Balbix
Balbix automatically analyzes the enterprise attack surface using specialized AI to provide a 100x more accurate view of breach risk. The platform continuously identifies and prioritizes vulnerabilities and other risk items, dispatching them for automatic and supervised mitigation. Balbix helps you reduce cyber risk by 95%, while making your security team 10x more efficient. Most data breaches happen because of known security issues which are missed and not fixed. Security teams try to discover and mitigate vulnerabilities but can’t keep up! To accurately quantify breach risk, Balbix continuously analyzes up to several hundred billion time-varying signals from your network. Balbix dispatches prioritized tickets with relevant context to risk owners for automatic and supervised mitigation. Leaderboards and incentives can be set up for a gamified approach to cyber risk reduction. -
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Microsoft Security Copilot
Microsoft
Empower your defenders to detect hidden patterns, harden defenses, and respond to incidents faster with generative AI—now in preview. During an attack, complexity can cost you. Synthesize data from multiple sources into clear, actionable insights and respond to incidents in minutes instead of hours or days. Triage signals at machine speed, surface threats early, and get predictive guidance to help you thwart an attacker’s next move. The demand for skilled defenders vastly exceeds the supply. Help your team make the most impact and build their skills with step-by-step instructions for mitigating risks. Ask Microsoft Security Copilot questions in natural language and receive actionable responses. Identify an ongoing attack, assess its scale, and get instructions to begin remediation based on proven tactics from real-world security incidents. Microsoft Security Copilot integrates insights and data from security tools and delivers guidance that’s tailored to your org. -
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Heeler
Heeler
Heeler is an application security platform that helps development and security teams automate the detection, prioritization, and remediation of open source and application risks by unifying contextual data from code, runtime, deployment, dependencies, and business logic into a single actionable model. It combines static and runtime analysis, software composition analysis, threat modeling, and secrets scanning with a context engine that maps how code runs in production, enabling real-time threat prioritization based on exploitability and business impact rather than raw vulnerability counts. Heeler automatically generates validated remediation guidance and can even produce merge-ready pull requests to upgrade libraries or fix issues, reducing manual research and accelerating fixes. It provides end-to-end visibility across the software development lifecycle, tracking vulnerabilities from identification through resolution and monitoring fixes across deployments.Starting Price: $250 per developer -
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Reclaim Security
Reclaim Security
Reclaim Security is an AI-driven cybersecurity platform designed to automatically identify and fix security exposures across an organization’s existing security tools and infrastructure. Instead of simply detecting vulnerabilities or generating alerts, it focuses on automated remediation, helping security teams resolve misconfigurations, enforce security policies, and reduce risk without requiring extensive manual intervention. It scans the organization’s security stack, including cloud environments, identity platforms, endpoint protection tools, and other defenses, to identify gaps, weak configurations, or ineffective controls that could be exploited by attackers. Once risks are detected, it analyzes them in the context of real-world attack techniques and prioritizes the issues that pose the greatest threat. It then proposes remediation actions and can automatically deploy those changes once approved, ensuring security configurations remain optimized. -
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Strac
Strac
Strac is a 1-stop shop for all things PII (Personally Identifiable Information). Strac is a Data Loss Prevention software that protects businesses from security and compliance risks by a) automatically detecting and redacting sensitive data across all communication channels like email, slack, zendesk, google drive, one drive, intercom, etc. and b) protecting sensitive data on front end apps and backend servers such that sensitive data never touches servers. Integrate with your SaaS apps in minutes, eliminate data leaks and be compliant with PCI, SOC 2, HIPAA, GDPR, CCPA. Strac's accurate machine learning models, real time notifications, unique redaction experience saves employees time and very productive. -
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Defense.com
Defense.com
Take control of cyber threats. Identify, prioritize and track all your security threats with Defense.com. Simplify your cyber threat management. Detection, protection, remediation, and compliance, are all in one place. Make intelligent decisions about your security with automatically prioritized and tracked threats. Improve your security by following the effective remediation steps provided for each threat. Gain knowledge and advice from experienced cyber and compliance consultants when you need assistance. Take control of your cyber security with easy-to-use tools that can work with your existing security investment. Live data from penetration tests, VA scans, threat intelligence and more all feeds into a central dashboard, showing you exactly where your risks are and their severity. Remediation advice is included for each threat, making it easy to make effective security improvements. Powerful threat intelligence feeds are mapped to your unique attack surface.Starting Price: $30 per node per month -
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OpenText Cybersecurity Cloud
OpenText
OpenText Cybersecurity Cloud provides enterprises with modern, integrated security designed to protect identities, data, applications, and operations at scale. It offers advanced threat visibility powered by AI-driven intelligence to help organizations detect risks faster and with greater accuracy. The platform strengthens defenses with unified protection across endpoints, users, and cloud environments. It also simplifies compliance through built-in tools that support regulatory adherence and continuous monitoring. With adaptive security posture management, enterprises can proactively anticipate cyber threats before they cause disruption. OpenText Cybersecurity Cloud ultimately helps organizations stay resilient and secure in an evolving threat landscape. -
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SydeLabs
SydeLabs
With SydeLabs you can preempt vulnerabilities and get real-time protection against attacks and abuse while staying compliant. The lack of a defined approach to identify and address vulnerabilities within AI systems impacts the secure deployment of models. The absence of real-time protection measures leaves AI deployments susceptible to the dynamic landscape of emerging threats. An evolving regulatory landscape around AI usage leaves room for non-compliance and poses a risk to business continuity. Block every attack, prevent abuse, and stay compliant. At SydeLabs we have a comprehensive solution suite for all your needs around AI security and risk management. Obtain a comprehensive understanding of vulnerabilities in your AI systems through ongoing automated red teaming and ad-hoc assessments. Utilize real-time threat scores to proactively prevent attacks and abuses spanning multiple categories, establishing a robust defense against your AI systems.Starting Price: $1,099 per month -
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TrendAI Vision One
Trend Micro
TrendAI Vision One™ is an enterprise cybersecurity platform developed by Trend Micro to secure organizations in the AI era. It provides comprehensive visibility across an organization’s entire digital environment, helping eliminate security blind spots. The platform uses AI-driven analytics to prioritize risks based on business impact and urgency. It enables real-time threat detection, response, and mitigation to protect against evolving cyber threats. TrendAI Vision One™ integrates multiple security functions, including endpoint, cloud, network, and data protection, into a unified platform. It also supports secure AI adoption by safeguarding AI applications and systems from risks like data leakage and prompt injection. Overall, the platform transforms security from reactive defense into proactive risk management for modern enterprises. -
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FortiNDR
Fortinet
FortiNDR identifies cybersecurity incidents in-progress based on anomalous network activity, speeding incident investigation and response. FortiNDR enables full-lifecycle network protection, detection, and response. It leverages AI, ML, behavioral, and human analysis to analyze network traffic so security teams can spot attacker behavior and remediate the threat. FortiNDR provides network-traffic and file-based analysis, root-cause identification, scope of incidents, and the tools to remediate incidents quickly. FortiNDR includes our Virtual Security Analyst that can identify malicious network activity and files, resulting in real-time identification of advanced threats, including zero-day attacks. FortiNDR Cloud combines ML/AI with human analysis and expertise to improve your security posture and reduce false positives. Seasoned, advanced threat researchers from FortiGuard Labs monitor cybercriminal activity, perform reverse engineering, and continuously update detection rules. -
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Andesite
Andesite
Andesite is focused on improving the capabilities and efficiencies of cyber defense teams. Its advanced AI-driven technology is built to simplify cyber threat decision-making by accelerating the process of turning decentralized data sets into actionable insights. This empowers cyber defenders and analysts to more quickly surface threats and vulnerabilities, prioritize and allocate resources, and respond and remediate in a way that improves security posture and reduces cost. Andesite was built by an analyst-obsessed technology team, with the company mission predicated on supercharging analysts while reducing their burden of work. -
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CyberCAST
Zyston
CyberCAST is our comprehensive cybersecurity software that enhances our managed security services. Our platform illuminates critical insights into an organization’s threat susceptibility and informs a dynamic cybersecurity strategy that matures over time. Starting with a combination of technical penetration testing and a detailed security audit, this results in a quantitative security risk score that provides a foundation for developing a comprehensive cybersecurity strategy. Our security professionals examine all findings to tailor our approach to the organization’s specific needs. The penetration test component evaluates findings based on business risk and categorizes vulnerabilities based on systemic and process-related issues. Best of all, you don’t have to be a technical genius to understand it. CyberCAST delivers all security findings in plain business language that’s easy to understand and communicate to executive leadership and your board. -
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Amazon SageMaker provides all the tools and libraries you need to build ML models, the process of iteratively trying different algorithms and evaluating their accuracy to find the best one for your use case. In Amazon SageMaker you can pick different algorithms, including over 15 that are built-in and optimized for SageMaker, and use over 150 pre-built models from popular model zoos available with a few clicks. SageMaker also offers a variety of model-building tools including Amazon SageMaker Studio Notebooks and RStudio where you can run ML models on a small scale to see results and view reports on their performance so you can come up with high-quality working prototypes. Amazon SageMaker Studio Notebooks help you build ML models faster and collaborate with your team. Amazon SageMaker Studio notebooks provide one-click Jupyter notebooks that you can start working within seconds. Amazon SageMaker also enables one-click sharing of notebooks.
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JupyterLab
Jupyter
Project Jupyter exists to develop open-source software, open-standards, and services for interactive computing across dozens of programming languages. JupyterLab is a web-based interactive development environment for Jupyter notebooks, code, and data. JupyterLab is flexible, configure and arrange the user interface to support a wide range of workflows in data science, scientific computing, and machine learning. JupyterLab is extensible and modular, write plugins that add new components and integrate with existing ones. The Jupyter Notebook is an open-source web application that allows you to create and share documents that contain live code, equations, visualizations and narrative text. Uses include, data cleaning and transformation, numerical simulation, statistical modeling, data visualization, machine learning, and much more. Jupyter supports over 40 programming languages, including Python, R, Julia, and Scala. -
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Kaggle
Kaggle
Kaggle offers a no-setup, customizable, Jupyter Notebooks environment. Access free GPUs and a huge repository of community published data & code. Inside Kaggle you’ll find all the code & data you need to do your data science work. Use over 19,000 public datasets and 200,000 public notebooks to conquer any analysis in no time. -
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SAGE
HolistiCyber
SAGE, an AI-driven, cyber defense platform, supports the CISOs mission to build and operate an effective and efficient cyber defense plan. It keeps the defense plan relevant and dynamic, automatically ingesting all reports and assessments by various vendors, and its AI connects and analyzes the variables in the defense plan. SAGE is purpose-built for CISOs. It considers the needs of the organization: business impact analysis, risk tolerance, cyber posture, attack surface, etc., then considers attack vectors and analyzes everything with HolistiCyber’s unique methods in seeing the attack surface the way an attacker would. SAGE includes a context map of everything that matters – risks, vulnerabilities, assets, cyber threats, and how they impact the business. The platform provides simple presentation options for management, translating cyber risks into business risks, and includes “what-if” analysis to optimize budget usage for cyber security. -
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Apache Zeppelin
Apache
Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more. IPython interpreter provides comparable user experience like Jupyter Notebook. This release includes Note level dynamic form, note revision comparator and ability to run paragraph sequentially, instead of simultaneous paragraph execution in previous releases. Interpreter lifecycle manager automatically terminate interpreter process on idle timeout. So resources are released when they're not in use. -
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SentinelOne Purple AI
SentinelOne
Detect earlier, respond faster, and stay ahead of attacks. The industry’s most advanced AI security analyst and the only solution built on a single platform, console, and data lake. Scale autonomous protection across the enterprise with patent-pending AI technology. Streamline investigations by intelligently combining common tools, and synthesizing threat intelligence and contextual insights into a single conversational user experience. Find hidden risks, conduct deeper investigations, and respond faster, all in natural language. Train analysts with power query translations from natural language prompts. Advance your SecOps with our hunting quick starts, AI-powered analyses, auto-summaries, and suggested queries. Collaborate on investigations with shareable notebooks. Leverage a solution designed for data protection and privacy. Purple AI is never trained with customer data and is architected with the highest level of safeguards. -
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Legit Security
Legit Security
Legit Security protects software supply chains from attack by automatically discovering and securing the pipelines, infrastructure, code and people so that businesses can stay safe while releasing software fast. Automatically discover security issues, remediate threats and ensure the integrity and compliance of software releases. Comprehensive, visual SDLC inventory that's continually updated. Reveal unknown, misconfigured and vulnerable SDLC systems and infrastructure. Centralized visibility over location, coverage and configuration of your existing security tools and scanners. Catch insecure build actions before they can embed vulnerabilities downstream. Centralized, early prevention of sensitive data leaks, secrets and PII, before being pushed into the SDLC. Track security trends across teams and product lines to improve security posture and incentivize behavior. Get security posture at-a-glance with Legit Security Scores, Integrate your own alert and ticketing tools or use ours. -
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Vulseek by Securetia
Securetia
Vulseek is a modern Vulnerability Management as a Service (VMaaS) solution that simplifies how organizations identify, assess, and remediate security vulnerabilities across their infrastructure. Designed with usability and effectiveness in mind, Vulseek automates the entire vulnerability lifecycle, from detection to resolution, empowering teams to stay secure without added complexity. At its core, Vulseek combines automated asset discovery and scanning with intelligent risk prioritization, allowing security teams to focus on what truly matters. Its customizable dashboards, real-time alerts, and integrations with popular ticketing systems and SIEMs help ensure vulnerabilities are addressed swiftly and systematically. Built by cybersecurity experts, Vulseek is trusted by companies across industries to maintain continuous visibility into their attack surface Reduce mean time to remediation (MTTR) Meet compliance requirements with easeStarting Price: $40/month -
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Darktrace
Darktrace
Darktrace is a cybersecurity platform powered by AI, providing a proactive approach to cyber resilience. Its ActiveAI Security Platform delivers real-time threat detection, autonomous responses to both known and novel threats, and comprehensive visibility into an organization’s security posture. By ingesting enterprise data from native and third-party sources, Darktrace correlates security incidents across business operations and detects previously unseen threats. This complete visibility and automation reduce containment time, eliminate alert fatigue, and significantly enhance the efficiency of security operations. -
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Edison Analysis
Edison Scientific
Edison Analysis is a next-generation scientific data-analysis agent built by Edison Scientific. It is the analytical engine underpinning their AI Scientist platform, Kosmos, and it’s available both on Edison’s platform and via API. Edison Analysis performs complex scientific data analysis by iteratively building and updating Jupyter notebooks in a dedicated environment; given a dataset plus a prompt, the agent explores, analyzes, and interprets the data to provide comprehensive insights, reports, and visualizations, very much like a human scientist. It supports execution of Python, R, and Bash code, and includes a full suite of common scientific-analysis packages in a Docker environment. Because all work is done within a notebook, the reasoning is fully transparent and auditable; users can inspect exactly how data was manipulated, which parameters were chosen, how conclusions were drawn, and can download the notebook and associated assets at any time.Starting Price: $50 per month -
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JupyterHub
JupyterHub
With JupyterHub you can create a multi-user Hub which spawns, manages, and proxies multiple instances of the single-user Jupyter notebook server. Project Jupyter created JupyterHub to support many users. The Hub can offer notebook servers to a class of students, a corporate data science workgroup, a scientific research project, or a high performance computing group. JupyterHub officially does not support Windows. You may be able to use JupyterHub on Windows if you use a Spawner and Authenticator that work on Windows, but the JupyterHub defaults will not. Bugs reported on Windows will not be accepted, and the test suite will not run on Windows. Small patches that fix minor Windows compatibility issues (such as basic installation) may be accepted, however. For Windows-based systems, we would recommend running JupyterHub in a docker container or Linux VM. -
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Codex Security
OpenAI
Codex Security is an AI-powered application security agent developed by OpenAI to help teams detect and fix vulnerabilities in software systems. The tool analyzes code repositories to understand the structure, architecture, and potential risk areas within a project. Using this context, it identifies complex security issues that traditional scanning tools might overlook. Codex Security prioritizes vulnerabilities based on their real-world impact, helping security teams focus on the most critical threats. The system also validates findings through sandboxed testing environments to reduce false positives and improve accuracy. Once vulnerabilities are confirmed, it proposes patches and remediation steps that align with the system’s existing behavior. By combining AI reasoning with automated validation, Codex Security helps development teams ship more secure code faster. -
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Trellix Database Security
Trellix
Trellix Database Security finds and protects sensitive information in databases from accidental leakage and intentional exposure while maintaining security, optimizing performance, and managing access. Discover sensitive and proprietary information in databases across the environment. Improve regulatory compliance by blocking unauthorized access to sensitive data. Address vulnerabilities quickly, with little to no downtime. Monitor, log, and control database access, in addition to identifying and blocking potential threats before they can damage the environment. Perform automated scans to find supported databases and the sensitive data they contain. Identify and prioritize known vulnerabilities, and receive detailed remediation advice. Protect databases from known and unknown vulnerabilities without downtime. Stop intrusions and other exploits before they impact your environment. -
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Arambh Labs
Arambh Labs
Arambh Labs is an agentic AI platform built to transform security operations from reactive firefighting into intelligent, proactive defense. The system deploys specialized AI agents — such as Byte, Rook, Echo, and Talon — each with distinct roles in alert response, strategic planning, threat hunting, and intelligence gathering. By correlating signals across identity, data, endpoints, networks, and cloud environments, the platform delivers full visibility into an organization’s security posture. Its intelligent prioritization ensures that teams focus only on the risks that truly matter, eliminating alert fatigue. Agentic remediation capabilities allow threats to be contained and vulnerabilities fixed at machine speed, drastically reducing mean time to response (MTTR). Backed by ex-Googlers and Fortinet engineers with patented expertise, Arambh Labs is enterprise-ready, scalable, and trusted by leading global security teams. -
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Jupyter Notebook
Project Jupyter
The Jupyter Notebook is an open-source web application that allows you to create and share documents that contain live code, equations, visualizations and narrative text. Uses include: data cleaning and transformation, numerical simulation, statistical modeling, data visualization, machine learning, and much more. -
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Cyera
Cyera
Automatically discover and classify your data, protect it from exposure, and maintain a resilient posture. Data is every business’s most crucial asset, requiring that it be the foundation of any security program. Cyera is a holistic data security platform that empowers security teams to manage and protect all of their company’s sensitive data. Cyera discovers, classifies, and protects data across IaaS, PaaS, and SaaS environments. Whether your sensitive data is in buckets, folders, or files, or managed in a self-managed database, managed database, or DBaaS environment, our solution has you covered. The most advanced data security solution is available on the market. Cyera allows security teams to apply security directly to their data, by overcoming the challenges inherent in traditional data security solutions. Choose a cloud account, tenant, or organization, and we'll automatically uncover the data you have, how it's managed, and how to remediate the security or compliance risks. -
42
Cybereason
Cybereason
Together we can end cyber attacks at the endpoint, across the enterprise, to everywhere the battle moves. Cybereason delivers over-the-horizon visibility and high fidelity convictions of both known and unknown threats so defenders can leverage the power of true prevention. Cybereason provides the deep context and correlations from across the whole of the network to uncover stealthy operations and enable defenders to be expert threat hunters. Cybereason significantly reduces the time required for defenders to investigate and resolve attacks through both automated and guided remediation with just a click of the mouse. Cybereason analyzes 80 million events per second - that’s 100x the volume of other solutions on the market. Reduce investigation time by as much as 93% to eliminate emerging threats in a matter of minutes rather than days. -
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Ivanti Neurons for RBVM
Ivanti
Ivanti Neurons for RBVM is a risk-based vulnerability management platform designed to help organizations prioritize and remediate cybersecurity risks efficiently. It continuously correlates vulnerability data, threat intelligence, and business asset criticality to provide a contextualized view of risk. The platform automates remediation workflows, including SLA management and real-time alerts, to accelerate vulnerability closure. Role-based access controls and customizable dashboards foster collaboration across security teams from SOC to C-suite. Ivanti’s proprietary Vulnerability Risk Rating (VRR) prioritizes vulnerabilities based on real-world threat context rather than severity alone. This enables security teams to focus on the most critical risks and reduce exposure to ransomware and other cyber threats. -
44
KELA Cyber Intelligence Platform
KELA Cyber
Automatically uncover your attack surface by leveraging attackers’ perspectives for proactive protection. Neutralize risk by monitoring your case objectives and assets so that your teams can get actionable intelligence that prevents crimes. We help companies proactively detect and remediate relevant cyber threats, reducing manual workload and enhancing cybersecurity ROI. Strengthen nation-state defenses. Access targeted, actionable intelligence for countering diverse cyber threats. Utilize rich on-premises data and expert insights to enhance efficiency, reduce false positives, and streamline threat profiling. Discover your attack surface from the attacker’s view. Analyze the adversary’s perspective of your company. This comprehensive understanding allows you to assess the level of risk your organization faces and to prioritize security measures accordingly. Combat digital fraud involving online payments, refunds, bank cards, loyalty programs, and more. -
45
Trellix Wise
Trellix
Built on over a decade of AI modeling and 25 years in analytics and machine learning, Trellix Wise XDR capabilities relieve alert fatigue and surface stealthy threats. Automatically escalate with context, and empower every member of your team to hunt for and resolve threats. Wise leverages 3x more third-party integrations than competing solutions and delivers real-time threat intelligence leveraging 68 billion queries a day from >100 million endpoints. Automatically investigate all your alerts and prioritize with automated escalations. With workflows and analytics trained on more than 1.5 petabytes and decades of data. Find, investigate, and remediate threats with AI prompts in everyday language. Recover 8 hours of SOC work for every 100 alerts and see saved time in dashboards. Trellix Wise relieves alert fatigue for security operations, enabling teams of any experience level to investigate 100% of their alerts and automate investigation and remediation. -
46
Cyclops
Cyclops Security
Prioritizing risk is one of the biggest challenges in cyber security, our innovative solution creates a business context for your security operations, allowing you to validate the effectiveness of your security controls in the context of your unique business requirements. Cyclops integrates with your existing security tools using the CSMA approach to gather metadata on threats, vulnerabilities, cloud instances, SaaS apps, and more. It then enriches this data with context and insights by looking at the same entities in different products that are integrated. By providing this contextualized approach to risk validation, our cybersecurity mesh product helps you make intelligent decisions and focus on what really matters. -
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Jovian
Jovian
Start coding instantly with an interactive Jupyter notebook running on the cloud. No installation or setup required. Start with a blank notebook, follow-along with a tutorial or use a starter template. Manage all your projects on Jovian. Just run jovian.commit() to capture snapshots, record versions and generate shareable links for your notebooks. Showcase your best work on your Jovian profile. Feature projects, notebooks, collections, activities and more. Track changes in code, outputs, graphs, tables, logs and more with simple, intutive and visual notebook diffs. Share your work online, or collaborate privately with your team. Let others build upon your experiments & contribute back. Collaborators can discuss and comment on specific parts of your notebooks, with a powerful cell-level commenting inteface. A flexible comparison dashboard lets you sort, filter, archive and do much more to analyze ML experiments & results. -
48
Veriti
Veriti
Veriti AI-driven platform proactively monitors and safely remediates exposures across the entire security stack, without disrupting the business, from the OS-Level and up. With complete visibility, you can swiftly neutralize threats before they happen. Veriti consolidates all configurations to establish your security baseline, then correlates telemetries, CAASM, BAS and vulnerability management tools, security logs, and intelligence feeds to pinpoint the misconfigurations that are leading to exposures. Automated non-intrusive assessment of all security configurations. Get direct visibility into your risk posture and all remediation paths available including compensating controls, IoCs, and patches. Now your team can make confident security decisions. Remediation is best applied before exposures are exploited. Leveraging proprietary machine learning, Veriti predicts the ripple effects of any given remediation action, assessing potential impacts. -
49
GPT‑5.4‑Cyber
OpenAI
GPT-5.4-Cyber is a specialized, cyber-permissive variant of GPT-5.4 designed specifically to support defensive cybersecurity workflows, enabling security professionals to analyze, detect, and remediate vulnerabilities more effectively. It is fine-tuned to lower the refusal boundary for legitimate security tasks, allowing deeper engagement with activities such as vulnerability research, exploit analysis, and secure code evaluation that are typically restricted in general-purpose models. A key capability includes binary reverse engineering, which allows the model to analyze compiled software without access to source code to identify malware potential, weaknesses, and overall system robustness. Integrated within OpenAI’s Trusted Access for Cyber (TAC) program, the model is distributed through a tiered access system that requires identity verification and progressive trust levels, ensuring that only vetted defenders, researchers, and organizations can access its most advanced features.Starting Price: Free -
50
Silent Armor
Silent Breach
Silent Armor is an AI-powered perimeter defense platform designed to predict and prevent cyber breaches before they occur. It continuously analyzes hundreds of security metrics across an organization’s attack surface to deliver real-time, intelligent protection. The platform combines predictive analytics, dark web monitoring, and threat correlation to uncover emerging risks. Agentless attack surface monitoring allows organizations to discover exposed assets without deploying endpoint software. Automated mitigation playbooks help neutralize threats directly from a unified dashboard. AI-generated daily security briefs provide executive-level insights and prioritized remediation steps. Built for CISOs, SOC teams, and MSSPs, Silent Armor transforms fragmented security data into proactive, actionable defense.Starting Price: $49/asset/month
